Learning From Long-Tailed Data With Noisy Labels

Shyamgopal Karthik, Jérome Revaud, Boris Chidlovskii

Class imbalance and noisy labels are the norm rather than the exception in many large-scale classification datasets. Nevertheless, most works in machine learning typically assume b…